basic EDA

##           STATION_NAME
## 1              KELOWNA
## 2 KELOWNA BOWES STREET
## 3            KELOWNA A
## 4         KELOWNA AWOS

Plot

EHF plot

##  [1] 2021 1993 2006 1925 1941 1992 1988 2023 1949 1934 1958 1994 1987 1960

plot 90th compare different based year

plot certain year temp dist vs baseline 90th

Plot caption

Plot caption

plot 90th (blue) vs all year temp dist (grey). Based line is all year.

Analyze the hw

prepare for the data

## # A tibble: 31 × 7
##    Month   Day Percentile_90 MAX_TEMP_YEAR DayOfYear Condition Cumulative_Count
##    <int> <int>         <dbl>         <dbl>     <dbl> <lgl>                <dbl>
##  1     1     4          5              8.7         4 TRUE                     1
##  2     1     6          5              7.7         6 TRUE                     1
##  3     1    19          6.12           8.2        19 TRUE                     1
##  4     1    27          6.7            8.4        27 TRUE                     1
##  5     3    19         14.2           14.6        78 TRUE                     1
##  6     3    20         14.4           16.1        79 TRUE                     2
##  7     3    21         14.4           17.1        80 TRUE                     3
##  8     3    22         14.7           16.8        81 TRUE                     4
##  9     3    23         15.1           17.1        82 TRUE                     5
## 10     3    28         16.1           16.3        87 TRUE                     1
## # ℹ 21 more rows

plot overall count of hw through years

plot for heat map

seperate view of the heatmap

examine specific year (grep line vs 90 vs specific year)

according bar

Plot EHF vs Percentile_90 for specific year

1958

1971

1998

2021

2022